This paper proposes a modified block matching algorithm which reduces an amount of matching computation by using only pixels contributing greatly to block matching. In consideration of algorithm implementation and additional informatirm, the proposed algorithm divides a matching block into sub-blocks, selects some sub-blocks using their complexities, and execute the block mating with them. Simulation results show that the proposed algorithm performs a valid block matching, diminishing computation cost.